Evaluating human versus machine learning performance in classifying research abstracts
We study whether humans or machine learning (ML) classification models are better at classifying scientific research abstracts according to a fixed set of discipline groups. We recruit both undergraduate and postgraduate assistants for this task in separate stages, and compare their performance agai...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2020
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/2446 https://ink.library.smu.edu.sg/context/soe_research/article/3445/viewcontent/Goh2020_Article_EvaluatingHumanVersusMachineLe.pdf |
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| Institution: | Singapore Management University |
| Language: | English |